# See whether AI recommends you—and whether the reasons are right.

> Run five fixed questions once across up to three active model APIs. Keep the raw answers, available model identifiers, timestamps and run states, then decide whether a formal baseline is worth establishing.

- Canonical page: https://winin.ai/en/free-ai-presence-check/
- Language: English
- Last updated: 2026-09-04

Edith · free initial check

## See what AI says about you

Use fixed questions to see whether your brand is mentioned or recommended—and whether the reasons are accurate.

- 5 fixed questions
- Each question · one sample
- Up to 3 models
- Raw answers retained

**Enter your details to start**

3 required · email delivery

Additional business context

Add the category, target market and buying situation to make the questions more relevant. You can also leave these fields blank.

**This snapshot is only the starting point.**

When the signal merits more work, Edith establishes the formal baseline, Homer governs approved brand and product facts, and Friday automatically advances GEO work within the approved scope.

## What you will see in the report

01

### Brand and product understanding

How each model describes the brand and priority product in this run.

02

### Category shortlist

Whether the target appears in the visible shortlist when the question does not name it.

03

### Scenario recommendation

Whether the target is recommended in a concrete buying situation and what reasons the answer gives.

04

### Model differences

Compare how the active models describe, mention or recommend the target in this snapshot.

## What you can do next

*01 · MONITOR AND RETEST*

### [Edith establishes the formal baseline](/en/products/edith/)

Freeze real customer questions, models and repeated runs, retain the raw answers and retest comparable conditions after work is published.

*02 · GOVERN FACTS*

### [Homer governs approved facts](/en/products/homer/)

Resolve sources, versions, accountable owners, validity and public permissions. Candidate facts still require confirmation from an accountable owner.

*03 · AUTOMATE THE WORK*

### [Friday advances the GEO workflow](/en/products/friday/)

Use confirmed gaps and Homer-approved facts to prepare tasks, content and publication materials. Material facts and every external publication still require owner approval.

## How the report is produced

1. **Confirm the scope:** Record the brand, priority product and buying context.
2. **Run the check:** Ask the fixed questions across the active models.
3. **Retain the record:** Retain the question, model, time, raw answer and run outcome.
4. **Deliver the report:** Send the report link to the work email when the run is complete.

## What the free report can tell you

**This is a limited initial snapshot for finding signals worth validating.**The check uses model APIs and does not represent every consumer-facing online OpenAI, Claude or Gemini experience. It does not analyze real-time citations, provide a formal overall score or establish causation.

For a formal decision, freeze real customer questions and add repeated runs, then bring in retrieval-capable surfaces, source analysis, competitor context and human review where scoped.

## Source

This Markdown document is the machine-readable counterpart of https://winin.ai/en/free-ai-presence-check/. The canonical HTML page remains the public presentation source.